This is a two day workshop on Artificial Intelligence aka Deep Learning
The objective of the workshop is to provide opportunities for young engineers, students and postdoctoral fellows/trainees to implement and understand how intelligent computing can bring enormous benefit to existing technology in Medical brain image processing and improve technologies in autonomous vehicle. This program will help you to kick start a career in the field of Artificial Intelligence. Starting right from scratch, we will cover every single topic in deep learning that you've been hearing since a long time,
1. What is Data Analytics 2. Data Analytics in R 3. Why Machine learning 4. Introduction to Deep learning 5. Convolutional Neural Networks 6. Recurrent Neural Networks 7. Generative Models 8. Deep Reinforcement Learning Models 9. Deep learning softwares (CPUs and GPUs) 11. Deep learning in Keras. 12. Resume making and Interview process. 13. Internship: Get chance to work on our on going healthcare projects under Surge AI Lab. 14. Languages Python and R.
CASE STUDY & PROJECTS:
1. Deep Learning for Self-Driving Cars. This class is an introduction to the practice of deep learning through the applied theme of building a self-driving car. It is open to beginners and is designed for those who are new to machine learning, but it can also benefit advanced researchers in the field looking for a practical overview of deep learning methods and their application.
2. Brain Informatics. This project involves concepts like Neural network, Deep learning and some basic Brain Science Workload is a major issue when it comes to making critical decisions on war front and balance things in best way possible. DRDO is still progressing in this sector as compared to DARPA, the US Defence Research Group, who has been working on such projects since years.
Get to know our speaker/lecturer of the series - Mr. Vikramank Singh